Reverberation fingerprint estimation
Examples of the disclosure describe systems and methods for estimating acoustic properties of an environment. In an example method, a first audio signal is received via a microphone of a wearable head device. An envelope of the first audio signal is determined, and a first reverberation time is estimated based on the envelope of the first audio signal. A difference between the first reverberation time and a second reverberation time is determined. A change in the environment is determined based on the difference between the first reverberation time and the second reverberation time. A second audio signal is presented via a speaker of a wearable head device, wherein the second audio signal is based on the second reverberation time.
1. A method comprising:
receiving, at a first time, via a microphone of a wearable head device configured to present a view of a virtual environment, a first audio signal;
determining an envelope of the first audio signal;
estimating a first reverberation time based on the envelope of the first audio signal;
based on the estimated first reverberation time, determining that a location of the wearable head device at the first time corresponds to a first region of the virtual environment;
receiving, at a second time, via the microphone of the wearable head device, a second audio signal;
determining an envelope of the second audio signal;
estimating a second reverberation time based on the envelope of the second audio signal; and
based on the estimated second reverberation time, determining that a location of the wearable head device at the second time corresponds to a second region of the virtual environment, the second region different from the first region.
2. The method of claim 1 , wherein said estimating the first reverberation time comprises determining if the envelope of the first audio signal is decaying for a time greater than a threshold amount of time.
3. The method of claim 1 , wherein said estimating the first reverberation time comprises:
determining a linear fit of a decaying region in the envelope of the first audio signal; and
determining if the linear fit has a correlation greater than a threshold correlation.
4. The method of claim 1 , further comprising estimating a first reverberation gain based on the envelope of the first audio signal, wherein determining that the location of the wearable head device at the first time corresponds to the first region of the virtual environment is based further on the estimated first reverberation gain.
5. The method of claim 4 , wherein said estimating the first reverberation gain comprises prompting a user to clap.
6. The method of claim 4 , wherein said estimating the first reverberation gain comprises presenting, via the speaker of the wearable head device, an impulse sound.
7. The method of claim 1 , wherein:
determining the envelope of the first audio signal comprises applying a bandpass filter to the first audio signal; and
determining the envelope of the second audio signal comprises applying the bandpass filter to the second audio signal.
8. A system comprising:
a wearable head device configured to present a view of a virtual environment;
a microphone of the wearable head device; and
one or more processors configured to execute a method comprising:
receiving, at a first time, via the microphone of the wearable head device, a first audio signal;
determining an envelope of the first audio signal;
estimating a first reverberation time based on the envelope of the first audio signal;
based on the estimated first reverberation time, determining that a location of the wearable head device at the first time corresponds to a first region of the virtual environment;
receiving, at a second time, via the microphone of the wearable head device, a second audio signal;
determining an envelope of the second audio signal;
estimating a second reverberation time based on the envelope of the second audio signal; and
based on the estimated second reverberation time, determining that a location of the wearable head device at the second time corresponds to a second region of the virtual environment, the second region different from the first region.
9. The system of claim 8 , wherein said estimating the first reverberation time comprises determining if the envelope of the first audio signal is decaying for a time greater than a threshold amount of time.
10. The system of claim 8 , wherein said estimating the first reverberation time comprises:
determining a linear fit of a decaying region in the envelope of the first audio signal; and
determining if the linear fit has a correlation greater than a threshold correlation.
11. The system of claim 8 , wherein the method further comprises estimating a first reverberation gain based on the envelope of the first audio signal, wherein determining that the location of the wearable head device at the first time corresponds to the first region of the virtual environment is based further on the estimated first reverberation gain.
12. The system of claim 11 , wherein said estimating the first reverberation gain comprises prompting a user to clap.
13. The system of claim 11 , wherein said estimating the first reverberation gain comprises presenting, via a speaker of the wearable head device, an impulse sound.
14. A non-transitory computer-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to execute a method comprising:
receiving, at a first time, via a microphone of a wearable head device configured to present a view of a virtual environment, a first audio signal;
determining an envelope of the first audio signal;
estimating a first reverberation time based on the envelope of the first audio signal;
based on the estimated first reverberation time, determining that a location of the wearable head device at the first time corresponds to a first region of the virtual environment;
receiving, at a second time, via the microphone of the wearable head device, a second audio signal;
determining an envelope of the second audio signal;
estimating a second reverberation time based on the envelope of the second audio signal; and
based on the estimated second reverberation time, determining that a location of the wearable head device at the second time corresponds to a second region of the virtual environment, the second region different from the first region.
15. The non-transitory computer-readable medium of claim 14 , wherein said estimating the first reverberation time comprises determining if the envelope of the first audio signal is decaying for a time greater than a threshold amount of time.
16. The non-transitory computer-readable medium of claim 14 , wherein said estimating the first reverberation time comprises:
determining a linear fit of a decaying region in the envelope of the first audio signal; and
determining if the linear fit has a correlation greater than a threshold correlation.
17. The non-transitory computer-readable medium of claim 14 , wherein the method further comprises estimating a first reverberation gain based on the envelope of the first audio signal, wherein determining that the location of the wearable head device at the first time corresponds to the first region of the virtual environment is based further on the estimated first reverberation gain.
18. The non-transitory computer-readable medium of claim 17 , wherein said estimating the first reverberation gain comprises prompting a user to clap.
19. The non-transitory computer-readable medium of claim 17 , wherein said estimating the first reverberation gain comprises presenting, via a speaker of the wearable head device, an impulse sound.
20. The non-transitory computer-readable medium of claim 14 , wherein:
determining the envelope of the first audio signal comprises applying a bandpass filter to the first audio signal; and
determining the envelope of the second audio signal comprises applying the bandpass filter to the second audio signal.